Solved by Turn Photos into Short AI Videos with Template-Based Creation and Upfront Credit Costs
Show the estimated credit cost before a user starts generating a video. This helps users make informed decisions and avoid unexpected credit usage.
This feature provides an upfront estimate of how many credits a video generation will cost before the user begins. It is designed to improve transparency and reduce uncertainty around credit consumption. Before the user confirms generation, the interface displays the expected credit cost for the current settings. This allows users to decide whether to proceed, adjust options, or cancel without spending credits unintentionally. It also helps users plan their remaining balance and manage budgets more confidently. By surfacing the cost early, the feature reduces friction, surprise, and support requests related to unexpected credit usage. It is especially useful for users experimenting with different configurations and wanting to compare cost impact before committing. Overall, it makes the generation workflow clearer and more predictable by setting expectations at the decision point.
External Resource
https://vellm.app/
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